Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 46109 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 3498 |
| Duplicate rows (%) | 7.6% |
| Total size in memory | 8.2 MiB |
| Average record size in memory | 187.6 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 2 |
| Dataset has 3498 (7.6%) duplicate rows | Duplicates |
Age is highly overall correlated with Gender and 1 other fields | High correlation |
Gender is highly overall correlated with Age and 3 other fields | High correlation |
Height_cm is highly overall correlated with Gender and 1 other fields | High correlation |
Subject is highly overall correlated with Age and 3 other fields | High correlation |
Weight_kg is highly overall correlated with Gender and 1 other fields | High correlation |
AccZ has 1496 (3.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-06 06:43:17.299044 |
|---|---|
| Analysis finished | 2025-06-06 06:43:23.928263 |
| Duration | 6.63 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
SpO2
Real number (ℝ)
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.932588 |
| Minimum | 80.000214 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 80.000214 |
|---|---|
| 5-th percentile | 93.000122 |
| Q1 | 95 |
| median | 96 |
| Q3 | 96.999954 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 19.999786 |
| Interquartile range (IQR) | 1.9999542 |
Descriptive statistics
| Standard deviation | 1.7133757 |
|---|---|
| Coefficient of variation (CV) | 0.017860205 |
| Kurtosis | 15.134021 |
| Mean | 95.932588 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -2.2212384 |
| Sum | 4423355.7 |
| Variance | 2.9356562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 6313 | 13.7% |
| 96 | 3613 | 7.8% |
| 95.99993896 | 2890 | 6.3% |
| 96 | 2751 | 6.0% |
| 96.00001526 | 2223 | 4.8% |
| 96.99995422 | 2169 | 4.7% |
| 96.99996948 | 1946 | 4.2% |
| 97.99993896 | 1676 | 3.6% |
| 98 | 1647 | 3.6% |
| 96.99987793 | 1558 | 3.4% |
| Other values (74) | 19323 |
| Value | Count | Frequency (%) |
| 80.00021363 | 29 | 0.1% |
| 81 | 5 | < 0.1% |
| 82.00006104 | 76 | |
| 83.00012207 | 24 | 0.1% |
| 84.00018311 | 10 | < 0.1% |
| 85.00024415 | 20 | < 0.1% |
| 86.00003052 | 3 | < 0.1% |
| 87.00009156 | 9 | < 0.1% |
| 87.00010681 | 1 | < 0.1% |
| 88 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 20 | < 0.1% |
| 99.99989319 | 27 | 0.1% |
| 99 | 23 | < 0.1% |
| 99 | 13 | < 0.1% |
| 99 | 700 | |
| 98.99998474 | 49 | 0.1% |
| 98.99996948 | 398 | 0.9% |
| 98.99990844 | 10 | < 0.1% |
| 98 | 1647 | |
| 97.99996948 | 1130 |
HR
Real number (ℝ)
| Distinct | 851 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.319531 |
| Minimum | 48.000183 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 48.000183 |
|---|---|
| 5-th percentile | 57.000198 |
| Q1 | 65.000641 |
| median | 75.000381 |
| Q3 | 87.000107 |
| 95-th percentile | 106.99966 |
| Maximum | 134 |
| Range | 85.999817 |
| Interquartile range (IQR) | 21.999466 |
Descriptive statistics
| Standard deviation | 15.300152 |
|---|---|
| Coefficient of variation (CV) | 0.19788212 |
| Kurtosis | 0.07148657 |
| Mean | 77.319531 |
| Median Absolute Deviation (MAD) | 10.000381 |
| Skewness | 0.70058454 |
| Sum | 3565126.3 |
| Variance | 234.09466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.00042726 | 355 | 0.8% |
| 88 | 333 | 0.7% |
| 59.0009003 | 316 | 0.7% |
| 80 | 309 | 0.7% |
| 54.00065615 | 304 | 0.7% |
| 61 | 303 | 0.7% |
| 84 | 290 | 0.6% |
| 57.00019837 | 276 | 0.6% |
| 58.0000763 | 270 | 0.6% |
| 57.00044252 | 267 | 0.6% |
| Other values (841) | 43086 |
| Value | Count | Frequency (%) |
| 48.00018311 | 3 | < 0.1% |
| 49.000412 | 19 | < 0.1% |
| 50.00003052 | 3 | < 0.1% |
| 50.00064089 | 7 | < 0.1% |
| 51.00086978 | 57 | 0.1% |
| 51.00093081 | 6 | < 0.1% |
| 52.00019837 | 176 | |
| 52.00080874 | 1 | < 0.1% |
| 53 | 4 | < 0.1% |
| 53.00004578 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 134 | 15 | |
| 133 | 4 | < 0.1% |
| 132 | 8 | |
| 131 | 1 | < 0.1% |
| 130.9993439 | 1 | < 0.1% |
| 130 | 5 | < 0.1% |
| 129.9999695 | 3 | < 0.1% |
| 128.9996338 | 9 | |
| 128.9996033 | 1 | < 0.1% |
| 128.999588 | 3 | < 0.1% |
AccX
Real number (ℝ)
| Distinct | 2660 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55123933 |
| Minimum | -1.319995 |
|---|---|
| Maximum | 1.9099857 |
| Zeros | 251 |
| Zeros (%) | 0.5% |
| Negative | 5770 |
| Negative (%) | 12.5% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -1.319995 |
|---|---|
| 5-th percentile | -0.40997482 |
| Q1 | 0.26002136 |
| median | 0.61996887 |
| Q3 | 0.94999847 |
| 95-th percentile | 1.12 |
| Maximum | 1.9099857 |
| Range | 3.2299806 |
| Interquartile range (IQR) | 0.68997711 |
Descriptive statistics
| Standard deviation | 0.47704864 |
|---|---|
| Coefficient of variation (CV) | 0.86541112 |
| Kurtosis | 0.014333985 |
| Mean | 0.55123933 |
| Median Absolute Deviation (MAD) | 0.34002747 |
| Skewness | -0.79982421 |
| Sum | 25417.094 |
| Variance | 0.22757541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.069993591 | 379 | 0.8% |
| 0.9899574267 | 342 | 0.7% |
| 0.999978637 | 316 | 0.7% |
| 1.160046999 | 314 | 0.7% |
| 1.130004273 | 292 | 0.6% |
| 1.059974364 | 288 | 0.6% |
| 1.069954527 | 273 | 0.6% |
| 0.9499984741 | 261 | 0.6% |
| 0.81 | 256 | 0.6% |
| 0.9999763482 | 255 | 0.6% |
| Other values (2650) | 43133 |
| Value | Count | Frequency (%) |
| -1.319994964 | 1 | < 0.1% |
| -0.8499888607 | 1 | < 0.1% |
| -0.8499763482 | 1 | < 0.1% |
| -0.8299803156 | 10 | < 0.1% |
| -0.8199971007 | 1 | < 0.1% |
| -0.8199896237 | 1 | < 0.1% |
| -0.819976043 | 28 | |
| -0.819963683 | 1 | < 0.1% |
| -0.8099765007 | 1 | < 0.1% |
| -0.8099717704 | 43 |
| Value | Count | Frequency (%) |
| 1.909985656 | 1 | |
| 1.819968261 | 1 | |
| 1.73995941 | 1 | |
| 1.649986267 | 1 | |
| 1.639999847 | 1 | |
| 1.61998352 | 1 | |
| 1.619983215 | 1 | |
| 1.619964599 | 1 | |
| 1.539954833 | 1 | |
| 1.44995407 | 1 |
AccY
Real number (ℝ)
| Distinct | 1990 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6920758 |
| Minimum | -2.0799742 |
|---|---|
| Maximum | 0.83998993 |
| Zeros | 26 |
| Zeros (%) | 0.1% |
| Negative | 45612 |
| Negative (%) | 98.9% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -2.0799742 |
|---|---|
| 5-th percentile | -1.0399951 |
| Q1 | -0.9500058 |
| median | -0.71004791 |
| Q3 | -0.49002716 |
| 95-th percentile | -0.24001877 |
| Maximum | 0.83998993 |
| Range | 2.9199641 |
| Interquartile range (IQR) | 0.45997864 |
Descriptive statistics
| Standard deviation | 0.27606725 |
|---|---|
| Coefficient of variation (CV) | -0.39889741 |
| Kurtosis | 0.027447101 |
| Mean | -0.6920758 |
| Median Absolute Deviation (MAD) | 0.23008789 |
| Skewness | 0.55775886 |
| Sum | -31910.923 |
| Variance | 0.076213125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3699774163 | 491 | 1.1% |
| -0.4999743645 | 481 | 1.0% |
| -1.040023652 | 416 | 0.9% |
| -1.03998413 | 404 | 0.9% |
| -1.050037233 | 400 | 0.9% |
| -0.869978637 | 371 | 0.8% |
| -1.039995117 | 370 | 0.8% |
| -1.000054018 | 325 | 0.7% |
| -0.6100161748 | 313 | 0.7% |
| -1.029973449 | 294 | 0.6% |
| Other values (1980) | 42244 |
| Value | Count | Frequency (%) |
| -2.079974212 | 1 | |
| -1.829927061 | 1 | |
| -1.819960326 | 1 | |
| -1.749990081 | 1 | |
| -1.74994293 | 1 | |
| -1.709963073 | 1 | |
| -1.559976196 | 1 | |
| -1.549952742 | 1 | |
| -1.499967391 | 1 | |
| -1.489967956 | 1 |
| Value | Count | Frequency (%) |
| 0.8399899289 | 1 | |
| 0.7499481185 | 1 | |
| 0.709963683 | 1 | |
| 0.699962157 | 1 | |
| 0.689958037 | 1 | |
| 0.6799792474 | 1 | |
| 0.6799751427 | 1 | |
| 0.6799673452 | 1 | |
| 0.6699766533 | 2 | |
| 0.6499588 | 1 |
AccZ
Real number (ℝ)
Zeros 
| Distinct | 2875 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.16086102 |
| Minimum | -1.789971 |
|---|---|
| Maximum | 2.1499791 |
| Zeros | 1496 |
| Zeros (%) | 3.2% |
| Negative | 34620 |
| Negative (%) | 75.1% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | -1.789971 |
|---|---|
| 5-th percentile | -0.9899855 |
| Q1 | -0.23997436 |
| median | -0.10002625 |
| Q3 | -0.010000916 |
| 95-th percentile | 0.42996582 |
| Maximum | 2.1499791 |
| Range | 3.9399501 |
| Interquartile range (IQR) | 0.22997345 |
Descriptive statistics
| Standard deviation | 0.3775992 |
|---|---|
| Coefficient of variation (CV) | -2.3473629 |
| Kurtosis | 1.7921363 |
| Mean | -0.16086102 |
| Median Absolute Deviation (MAD) | 0.11000946 |
| Skewness | -0.53835668 |
| Sum | -7417.1409 |
| Variance | 0.14258115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1496 | 3.2% |
| -0.09003570666 | 810 | 1.8% |
| 0.1899530015 | 530 | 1.1% |
| -0.05003326518 | 514 | 1.1% |
| -0.2100415052 | 489 | 1.1% |
| -0.07003814814 | 469 | 1.0% |
| -0.1700219733 | 396 | 0.9% |
| -0.04998931852 | 384 | 0.8% |
| 0.1099572741 | 371 | 0.8% |
| -0.210037843 | 368 | 0.8% |
| Other values (2865) | 40282 |
| Value | Count | Frequency (%) |
| -1.789971007 | 1 | |
| -1.699978942 | 1 | |
| -1.689991455 | 1 | |
| -1.689965667 | 1 | |
| -1.669965514 | 1 | |
| -1.659973296 | 1 | |
| -1.649987182 | 1 | |
| -1.649984436 | 1 | |
| -1.639979247 | 1 | |
| -1.629980926 | 1 |
| Value | Count | Frequency (%) |
| 2.149979095 | 1 | < 0.1% |
| 1.389979553 | 1 | < 0.1% |
| 1.289976501 | 1 | < 0.1% |
| 1.12997055 | 1 | < 0.1% |
| 1.119953001 | 1 | < 0.1% |
| 1.109955138 | 1 | < 0.1% |
| 1.049967956 | 1 | < 0.1% |
| 1.019974364 | 1 | < 0.1% |
| 0.999978637 | 3 | |
| 0.9999694815 | 1 | < 0.1% |
Temp
Real number (ℝ)
| Distinct | 509 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.909895 |
| Minimum | 24.900037 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 24.900037 |
|---|---|
| 5-th percentile | 29.100052 |
| Q1 | 30.999983 |
| median | 31.999939 |
| Q3 | 33.099922 |
| 95-th percentile | 34.299916 |
| Maximum | 36 |
| Range | 11.099963 |
| Interquartile range (IQR) | 2.099939 |
Descriptive statistics
| Standard deviation | 1.5966781 |
|---|---|
| Coefficient of variation (CV) | 0.050037083 |
| Kurtosis | 0.81200123 |
| Mean | 31.909895 |
| Median Absolute Deviation (MAD) | 0.99996033 |
| Skewness | -0.51201325 |
| Sum | 1471333.4 |
| Variance | 2.5493809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.1999649 | 803 | 1.7% |
| 31.79997253 | 777 | 1.7% |
| 34.09997101 | 774 | 1.7% |
| 31.79999084 | 732 | 1.6% |
| 31.99998779 | 713 | 1.5% |
| 33.09997406 | 698 | 1.5% |
| 30.9999237 | 643 | 1.4% |
| 32.59995727 | 633 | 1.4% |
| 33.29994812 | 589 | 1.3% |
| 31.19992065 | 583 | 1.3% |
| Other values (499) | 39164 |
| Value | Count | Frequency (%) |
| 24.90003662 | 6 | < 0.1% |
| 25.10009308 | 9 | |
| 25.30005036 | 9 | |
| 25.60007019 | 2 | < 0.1% |
| 25.60008545 | 9 | |
| 25.80004273 | 12 | |
| 25.80004273 | 9 | |
| 25.80006409 | 4 | < 0.1% |
| 26 | 16 | |
| 26.00001526 | 9 |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 35.79990539 | 42 | 0.1% |
| 35.59994812 | 144 | |
| 35.39999084 | 273 | |
| 35.19997559 | 94 | 0.2% |
| 35.19989624 | 324 | |
| 34.89998474 | 102 | 0.2% |
| 34.89996033 | 73 | 0.2% |
| 34.89988403 | 1 | < 0.1% |
| 34.69999084 | 123 | 0.3% |
EDA
Real number (ℝ)
| Distinct | 9730 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7459133 |
| Minimum | 0.0020081179 |
|---|---|
| Maximum | 9.1469242 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 0.0020081179 |
|---|---|
| 5-th percentile | 0.042002106 |
| Q1 | 0.25400116 |
| median | 0.80002435 |
| Q3 | 2.4539658 |
| 95-th percentile | 6.7519533 |
| Maximum | 9.1469242 |
| Range | 9.144916 |
| Interquartile range (IQR) | 2.1999646 |
Descriptive statistics
| Standard deviation | 2.1249485 |
|---|---|
| Coefficient of variation (CV) | 1.2170985 |
| Kurtosis | 1.801029 |
| Mean | 1.7459133 |
| Median Absolute Deviation (MAD) | 0.68002138 |
| Skewness | 1.6106512 |
| Sum | 80502.318 |
| Variance | 4.5154063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03300051881 | 573 | 1.2% |
| 0.03500100711 | 271 | 0.6% |
| 0.07000056459 | 256 | 0.6% |
| 0.04200210578 | 239 | 0.5% |
| 0.08702182073 | 201 | 0.4% |
| 0.02500088504 | 196 | 0.4% |
| 0.2280192572 | 186 | 0.4% |
| 0.02000024415 | 180 | 0.4% |
| 0.07200024415 | 175 | 0.4% |
| 0.0370003357 | 164 | 0.4% |
| Other values (9720) | 43668 |
| Value | Count | Frequency (%) |
| 0.002008117924 | 1 | < 0.1% |
| 0.002026383251 | 1 | < 0.1% |
| 0.01007843257 | 1 | < 0.1% |
| 0.01400109867 | 7 | < 0.1% |
| 0.01600042726 | 52 | 0.1% |
| 0.01800091556 | 22 | < 0.1% |
| 0.02000024415 | 180 | |
| 0.02200073244 | 116 | |
| 0.02200236518 | 1 | < 0.1% |
| 0.02400006104 | 64 | 0.1% |
| Value | Count | Frequency (%) |
| 9.146924162 | 1 | < 0.1% |
| 9.021957823 | 57 | |
| 9.010981658 | 60 | |
| 8.999915525 | 1 | < 0.1% |
| 8.910936613 | 71 | |
| 8.899960448 | 58 | |
| 8.887994629 | 51 | |
| 8.876928495 | 1 | < 0.1% |
| 8.80198468 | 4 | < 0.1% |
| 8.790918546 | 31 |
Subject
Categorical
High correlation 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| Subject11 | 2532 |
|---|---|
| Subject20 | 2521 |
| Subject1 | 2293 |
| Subject2 | 2291 |
| Subject17 | 2283 |
| Other values (15) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.5544688 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Subject1 |
|---|---|
| 2nd row | Subject1 |
| 3rd row | Subject1 |
| 4th row | Subject1 |
| 5th row | Subject1 |
Common Values
| Value | Count | Frequency (%) |
| Subject11 | 2532 | 5.5% |
| Subject20 | 2521 | 5.5% |
| Subject1 | 2293 | 5.0% |
| Subject2 | 2291 | 5.0% |
| Subject17 | 2283 | 5.0% |
| Subject3 | 2282 | 4.9% |
| Subject18 | 2282 | 4.9% |
| Subject8 | 2282 | 4.9% |
| Subject4 | 2281 | 4.9% |
| Subject9 | 2281 | 4.9% |
| Other values (10) | 22781 |
Length
| Value | Count | Frequency (%) |
| subject11 | 2532 | 5.5% |
| subject20 | 2521 | 5.5% |
| subject1 | 2293 | 5.0% |
| subject2 | 2291 | 5.0% |
| subject17 | 2283 | 5.0% |
| subject3 | 2282 | 4.9% |
| subject18 | 2282 | 4.9% |
| subject8 | 2282 | 4.9% |
| subject4 | 2281 | 4.9% |
| subject9 | 2281 | 4.9% |
| Other values (10) | 22781 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 46109 | |
| u | 46109 | |
| b | 46109 | |
| j | 46109 | |
| e | 46109 | |
| c | 46109 | |
| t | 46109 | |
| 1 | 27870 | |
| 2 | 7091 | 1.8% |
| 0 | 4801 | 1.2% |
| Other values (7) | 31913 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 276654 | |
| Decimal Number | 71675 | 18.2% |
| Uppercase Letter | 46109 | 11.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 27870 | |
| 2 | 7091 | 9.9% |
| 0 | 4801 | 6.7% |
| 8 | 4564 | 6.4% |
| 3 | 4562 | 6.4% |
| 4 | 4560 | 6.4% |
| 6 | 4559 | 6.4% |
| 9 | 4558 | 6.4% |
| 7 | 4555 | 6.4% |
| 5 | 4555 | 6.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 46109 | |
| b | 46109 | |
| j | 46109 | |
| e | 46109 | |
| c | 46109 | |
| t | 46109 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 46109 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 322763 | |
| Common | 71675 | 18.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 27870 | |
| 2 | 7091 | 9.9% |
| 0 | 4801 | 6.7% |
| 8 | 4564 | 6.4% |
| 3 | 4562 | 6.4% |
| 4 | 4560 | 6.4% |
| 6 | 4559 | 6.4% |
| 9 | 4558 | 6.4% |
| 7 | 4555 | 6.4% |
| 5 | 4555 | 6.4% |
Latin
| Value | Count | Frequency (%) |
| S | 46109 | |
| u | 46109 | |
| b | 46109 | |
| j | 46109 | |
| e | 46109 | |
| c | 46109 | |
| t | 46109 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 394438 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 46109 | |
| u | 46109 | |
| b | 46109 | |
| j | 46109 | |
| e | 46109 | |
| c | 46109 | |
| t | 46109 | |
| 1 | 27870 | |
| 2 | 7091 | 1.8% |
| 0 | 4801 | 1.2% |
| Other values (7) | 31913 |
Age
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.039884 |
| Minimum | 19 |
|---|---|
| Maximum | 33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 23 |
| median | 26 |
| Q3 | 29 |
| 95-th percentile | 32 |
| Maximum | 33 |
| Range | 14 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.7028979 |
|---|---|
| Coefficient of variation (CV) | 0.14220101 |
| Kurtosis | -0.94489208 |
| Mean | 26.039884 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.16006315 |
| Sum | 1200673 |
| Variance | 13.711453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 9119 | |
| 30 | 6854 | |
| 24 | 4800 | |
| 28 | 4573 | |
| 22 | 4558 | |
| 26 | 2532 | 5.5% |
| 27 | 2282 | 4.9% |
| 25 | 2281 | 4.9% |
| 29 | 2280 | 4.9% |
| 32 | 2279 | 4.9% |
| Other values (2) | 4551 |
| Value | Count | Frequency (%) |
| 19 | 2279 | 4.9% |
| 22 | 4558 | |
| 23 | 9119 | |
| 24 | 4800 | |
| 25 | 2281 | 4.9% |
| 26 | 2532 | 5.5% |
| 27 | 2282 | 4.9% |
| 28 | 4573 | |
| 29 | 2280 | 4.9% |
| 30 | 6854 |
| Value | Count | Frequency (%) |
| 33 | 2272 | 4.9% |
| 32 | 2279 | 4.9% |
| 30 | 6854 | |
| 29 | 2280 | 4.9% |
| 28 | 4573 | |
| 27 | 2282 | 4.9% |
| 26 | 2532 | 5.5% |
| 25 | 2281 | 4.9% |
| 24 | 4800 | |
| 23 | 9119 |
Gender
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 32198 | |
| F | 13911 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 32198 | |
| f | 13911 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 32198 | |
| F | 13911 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 46109 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 32198 | |
| F | 13911 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46109 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 32198 | |
| F | 13911 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46109 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 32198 | |
| F | 13911 |
Height_cm
Real number (ℝ)
High correlation 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170.59756 |
| Minimum | 157 |
|---|---|
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 157 |
|---|---|
| 5-th percentile | 160 |
| Q1 | 165 |
| median | 170 |
| Q3 | 177 |
| 95-th percentile | 182 |
| Maximum | 182 |
| Range | 25 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.6844548 |
|---|---|
| Coefficient of variation (CV) | 0.045044341 |
| Kurtosis | -1.240184 |
| Mean | 170.59756 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.040379141 |
| Sum | 7866083 |
| Variance | 59.050845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 167 | 11401 | |
| 177 | 9138 | |
| 160 | 4800 | |
| 182 | 4563 | |
| 180 | 4559 | 9.9% |
| 170 | 2532 | 5.5% |
| 172 | 2291 | 5.0% |
| 162 | 2279 | 4.9% |
| 165 | 2274 | 4.9% |
| 157 | 2272 | 4.9% |
| Value | Count | Frequency (%) |
| 157 | 2272 | 4.9% |
| 160 | 4800 | |
| 162 | 2279 | 4.9% |
| 165 | 2274 | 4.9% |
| 167 | 11401 | |
| 170 | 2532 | 5.5% |
| 172 | 2291 | 5.0% |
| 177 | 9138 | |
| 180 | 4559 | 9.9% |
| 182 | 4563 |
| Value | Count | Frequency (%) |
| 182 | 4563 | |
| 180 | 4559 | 9.9% |
| 177 | 9138 | |
| 172 | 2291 | 5.0% |
| 170 | 2532 | 5.5% |
| 167 | 11401 | |
| 165 | 2274 | 4.9% |
| 162 | 2279 | 4.9% |
| 160 | 4800 | |
| 157 | 2272 | 4.9% |
Weight_kg
Real number (ℝ)
High correlation 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.017263 |
| Minimum | 44 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.4 KiB |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 57 |
| median | 64 |
| Q3 | 71 |
| 95-th percentile | 91 |
| Maximum | 94 |
| Range | 50 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 13.373619 |
|---|---|
| Coefficient of variation (CV) | 0.20257761 |
| Kurtosis | -0.2291776 |
| Mean | 66.017263 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.70217189 |
| Sum | 3043990 |
| Variance | 178.8537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64 | 13675 | |
| 68 | 4572 | 9.9% |
| 58 | 4561 | 9.9% |
| 71 | 2532 | 5.5% |
| 44 | 2521 | 5.5% |
| 94 | 2293 | 5.0% |
| 57 | 2283 | 5.0% |
| 91 | 2282 | 4.9% |
| 82 | 2281 | 4.9% |
| 54 | 2279 | 4.9% |
| Other values (3) | 6830 |
| Value | Count | Frequency (%) |
| 44 | 2521 | 5.5% |
| 50 | 2279 | 4.9% |
| 53 | 2279 | 4.9% |
| 54 | 2279 | 4.9% |
| 57 | 2283 | 5.0% |
| 58 | 4561 | 9.9% |
| 64 | 13675 | |
| 68 | 4572 | 9.9% |
| 71 | 2532 | 5.5% |
| 82 | 2281 | 4.9% |
| Value | Count | Frequency (%) |
| 94 | 2293 | 5.0% |
| 91 | 2282 | 4.9% |
| 90 | 2272 | 4.9% |
| 82 | 2281 | 4.9% |
| 71 | 2532 | 5.5% |
| 68 | 4572 | 9.9% |
| 64 | 13675 | |
| 58 | 4561 | 9.9% |
| 57 | 2283 | 5.0% |
| 54 | 2279 | 4.9% |
Interactions
Correlations
| AccX | AccY | AccZ | Age | EDA | Gender | HR | Height_cm | SpO2 | Subject | Temp | Weight_kg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AccX | 1.000 | 0.487 | -0.161 | -0.050 | 0.140 | 0.252 | 0.126 | 0.120 | -0.071 | 0.317 | -0.029 | 0.066 |
| AccY | 0.487 | 1.000 | -0.284 | -0.024 | 0.060 | 0.264 | 0.297 | 0.224 | -0.096 | 0.229 | -0.075 | 0.052 |
| AccZ | -0.161 | -0.284 | 1.000 | -0.187 | 0.026 | 0.064 | -0.436 | -0.072 | 0.004 | 0.264 | -0.050 | -0.242 |
| Age | -0.050 | -0.024 | -0.187 | 1.000 | 0.202 | 0.801 | 0.349 | 0.070 | 0.125 | 1.000 | 0.095 | 0.456 |
| EDA | 0.140 | 0.060 | 0.026 | 0.202 | 1.000 | 0.268 | 0.104 | 0.027 | -0.117 | 0.451 | 0.335 | 0.138 |
| Gender | 0.252 | 0.264 | 0.064 | 0.801 | 0.268 | 1.000 | 0.198 | 0.829 | 0.195 | 1.000 | 0.171 | 0.579 |
| HR | 0.126 | 0.297 | -0.436 | 0.349 | 0.104 | 0.198 | 1.000 | 0.299 | -0.133 | 0.351 | 0.006 | 0.239 |
| Height_cm | 0.120 | 0.224 | -0.072 | 0.070 | 0.027 | 0.829 | 0.299 | 1.000 | -0.072 | 1.000 | 0.031 | 0.416 |
| SpO2 | -0.071 | -0.096 | 0.004 | 0.125 | -0.117 | 0.195 | -0.133 | -0.072 | 1.000 | 0.303 | -0.073 | 0.015 |
| Subject | 0.317 | 0.229 | 0.264 | 1.000 | 0.451 | 1.000 | 0.351 | 1.000 | 0.303 | 1.000 | 0.398 | 1.000 |
| Temp | -0.029 | -0.075 | -0.050 | 0.095 | 0.335 | 0.171 | 0.006 | 0.031 | -0.073 | 0.398 | 1.000 | -0.004 |
| Weight_kg | 0.066 | 0.052 | -0.242 | 0.456 | 0.138 | 0.579 | 0.239 | 0.416 | 0.015 | 1.000 | -0.004 | 1.000 |
Missing values
Sample
| SpO2 | HR | AccX | AccY | AccZ | Temp | EDA | Subject | Age | Gender | Height_cm | Weight_kg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 96.999969 | 89.000763 | 0.760015 | -0.869990 | -0.100004 | 30.100043 | 0.083039 | Subject1 | 30 | M | 177 | 94 |
| 1 | 96.999969 | 88.000137 | 0.750005 | -0.869990 | -0.110031 | 30.100043 | 0.081028 | Subject1 | 30 | M | 177 | 94 |
| 2 | 96.999969 | 87.000443 | 0.750005 | -0.869990 | -0.110031 | 30.100043 | 0.083039 | Subject1 | 30 | M | 177 | 94 |
| 3 | 96.999969 | 87.000443 | 0.750005 | -0.879993 | -0.100004 | 30.100043 | 0.083039 | Subject1 | 30 | M | 177 | 94 |
| 4 | 96.999969 | 87.000443 | 0.760015 | -0.859987 | -0.100004 | 30.100043 | 0.081028 | Subject1 | 30 | M | 177 | 94 |
| 5 | 96.000000 | 87.000443 | 0.750005 | -0.869990 | -0.100004 | 30.100043 | 0.081028 | Subject1 | 30 | M | 177 | 94 |
| 6 | 96.000000 | 86.000748 | 0.750005 | -0.879993 | -0.110031 | 30.100043 | 0.083039 | Subject1 | 30 | M | 177 | 94 |
| 7 | 96.000000 | 85.000122 | 0.750005 | -0.869990 | -0.100004 | 30.100043 | 0.083039 | Subject1 | 30 | M | 177 | 94 |
| 8 | 96.000000 | 85.000122 | 0.740045 | -0.879993 | -0.100004 | 30.100043 | 0.081028 | Subject1 | 30 | M | 177 | 94 |
| 9 | 96.000000 | 82.000107 | 0.740045 | -0.879993 | -0.100004 | 30.100043 | 0.083039 | Subject1 | 30 | M | 177 | 94 |
| SpO2 | HR | AccX | AccY | AccZ | Temp | EDA | Subject | Age | Gender | Height_cm | Weight_kg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46099 | 97.999939 | 65.000214 | 0.879994 | 0.349984 | 0.559964 | 32.399945 | 0.377027 | Subject20 | 24 | F | 160 | 44 |
| 46100 | 97.999939 | 63.000885 | 0.679983 | -1.289991 | 0.129997 | 32.399945 | 0.419028 | Subject20 | 24 | F | 160 | 44 |
| 46101 | 97.999939 | 62.000061 | 0.329951 | -0.110031 | 0.559964 | 32.399945 | 0.416021 | Subject20 | 24 | F | 160 | 44 |
| 46102 | 97.999939 | 62.000061 | 0.879994 | -0.040043 | 0.619992 | 32.399945 | 0.389004 | Subject20 | 24 | F | 160 | 44 |
| 46103 | 97.999939 | 63.000885 | 0.739959 | -0.280039 | 0.759972 | 32.399945 | 0.385012 | Subject20 | 24 | F | 160 | 44 |
| 46104 | 97.999939 | 65.000214 | 0.579951 | -0.799988 | 0.029993 | 32.399945 | 0.416021 | Subject20 | 24 | F | 160 | 44 |
| 46105 | 97.999939 | 67.000702 | 0.519974 | -0.949975 | 0.089978 | 32.399945 | 0.422036 | Subject20 | 24 | F | 160 | 44 |
| 46106 | 97.999939 | 68.000366 | 0.569964 | -0.969996 | 0.089978 | 32.399945 | 0.428052 | Subject20 | 24 | F | 160 | 44 |
| 46107 | 97.999939 | 71.000519 | 0.539949 | -0.959985 | 0.089978 | 32.399945 | 0.425044 | Subject20 | 24 | F | 160 | 44 |
| 46108 | 97.999939 | 71.000519 | 0.529962 | -0.959985 | 0.109987 | 32.199988 | 0.431005 | Subject20 | 24 | F | 160 | 44 |
Duplicate rows
Most frequently occurring
| SpO2 | HR | AccX | AccY | AccZ | Temp | EDA | Subject | Age | Gender | Height_cm | Weight_kg | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2555 | 96.999954 | 58.000076 | 0.810000 | -0.779980 | -0.310020 | 34.499997 | 0.072000 | Subject19 | 22 | M | 167 | 64 | 16 |
| 2117 | 96.000015 | 56.000320 | 0.999962 | -0.590020 | -0.230019 | 33.499896 | 0.081000 | Subject19 | 22 | M | 167 | 64 | 15 |
| 324 | 94.000061 | 70.000656 | 0.560007 | -0.969998 | -0.050033 | 33.299918 | 2.908971 | Subject11 | 26 | M | 170 | 71 | 14 |
| 2073 | 96.000015 | 54.000565 | 0.999962 | -0.590020 | -0.230019 | 33.899884 | 0.081000 | Subject19 | 22 | M | 167 | 64 | 14 |
| 2240 | 96.000015 | 60.000855 | 0.869986 | -0.759984 | -0.200025 | 31.999942 | 0.070001 | Subject19 | 22 | M | 167 | 64 | 13 |
| 2650 | 96.999954 | 62.000687 | 0.369955 | -1.029973 | -0.050036 | 30.599969 | 0.031000 | Subject18 | 23 | M | 177 | 64 | 13 |
| 575 | 94.999969 | 61.000458 | 1.159968 | -0.260010 | -0.110017 | 31.200000 | 7.008921 | Subject3 | 28 | M | 177 | 91 | 12 |
| 2229 | 96.000015 | 60.000229 | 0.359956 | -1.029973 | -0.050036 | 30.999963 | 0.033001 | Subject18 | 23 | M | 177 | 64 | 12 |
| 2522 | 96.999954 | 57.000198 | 0.810000 | -0.779980 | -0.310020 | 34.499997 | 0.072000 | Subject19 | 22 | M | 167 | 64 | 12 |
| 111 | 92.999969 | 68.000000 | -0.369989 | -0.860028 | 0.149974 | 31.799991 | 0.240029 | Subject14 | 19 | F | 160 | 50 | 11 |